The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-02-08"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "106478046 (up from 106162536 yesterday: 0.3 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "2325512 (up from 2317201 yesterday: 0.36 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 10888710

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.18



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 27097095 89727 0.33 2993067 465072 1596 0.34 1.72
India 10847304 9110 0.08 265481 155158 78 0.05 1.43
Brazil 9524640 0 0.00 1012870 231534 0 0.00 2.43
United Kingdom 3971315 14138 0.36 527965 113014 333 0.30 2.85
Russia 3939162 15701 0.40 386274 75828 398 0.53 1.92
France 3400324 4343 0.13 427435 79571 460 0.58 2.34
Spain 2989085 47095 1.60 652634 62295 909 1.48 2.08
Italy 2644707 7969 0.30 254605 91580 307 0.34 3.46
Turkey 2539559 8103 0.32 146596 26900 103 0.38 1.06
Germany 2296323 4650 0.20 236941 62191 483 0.78 2.71
Colombia 2161462 4246 0.20 238330 56290 297 0.53 2.60
Argentina 1985501 5154 0.26 178073 49398 227 0.46 2.49
Mexico 1936013 3868 0.20 286511 166731 531 0.32 8.61
Poland 1552686 2431 0.16 113772 39132 45 0.12 2.52
South Africa 1477511 1376 0.09 130575 46473 183 0.40 3.15
Iran 1473756 7321 0.50 137539 58536 67 0.11 3.97
Ukraine 1291025 2356 0.18 89131 24884 56 0.23 1.93
Peru 1186698 0 0.00 126131 42308 0 0.00 3.57
Indonesia 1166079 8242 0.71 249064 31763 207 0.66 2.72
Czechia 1037405 2430 0.23 145553 17333 98 0.57 1.67
Netherlands 1021966 2246 0.22 91819 14543 27 0.19 1.42
Canada 812804 3803 0.47 93203 20830 70 0.34 2.56
Portugal 767919 2505 0.33 211416 14354 196 1.38 1.87
Chile 755350 3464 0.46 81600 19056 82 0.43 2.52
Romania 746637 1319 0.18 51484 18961 80 0.42 2.54
Belgium 726483 873 0.12 46712 21423 34 0.16 2.95
Israel 696528 4427 0.64 138279 5171 50 0.98 0.74
Iraq 630263 1713 0.27 21234 13126 6 0.05 2.08
Sweden 588062 0 0.00 64576 12115 0 0.00 2.06
Pakistan 556519 1008 0.18 33508 12066 40 0.33 2.17
Philippines 538995 1685 0.31 36259 11231 52 0.47 2.08
Bangladesh 538378 316 0.06 10049 8221 16 0.20 1.53
Switzerland 535153 3280 0.62 35222 9651 38 0.40 1.80
Morocco 475589 234 0.05 15445 8408 14 0.17 1.77
Austria 424896 1057 0.25 29957 8032 20 0.25 1.89
Serbia 409841 1960 0.48 35730 4139 13 0.32 1.01
Japan 406992 1227 0.30 71387 6507 83 1.29 1.60
Hungary 377655 1160 0.31 24952 13155 65 0.50 3.48
Saudi Arabia 370634 356 0.10 5535 6406 4 0.06 1.73
Jordan 336839 1685 0.50 21295 4385 6 0.14 1.30
United Arab Emirates 329293 2798 0.86 72561 930 9 0.98 0.28
Panama 327654 563 0.17 28293 5506 26 0.47 1.68
Lebanon 321980 2063 0.64 66024 3677 61 1.69 1.14
Nepal 272055 130 0.05 4411 2045 7 0.34 0.75
Slovakia 264083 757 0.29 39698 5271 72 1.38 2.00
Georgia 262228 204 0.08 14313 3298 15 0.46 1.26
Belarus 259499 808 0.31 32139 1792 9 0.50 0.69
Ecuador 258607 325 0.13 26963 15013 1 0.01 5.81
Malaysia 245552 3100 1.28 83812 896 24 2.75 0.36
Kazakhstan 245351 923 0.38 28387 3124 0 0.00 1.27
Croatia 235473 71 0.03 10345 5198 29 0.56 2.21
Azerbaijan 231198 44 0.02 3807 3161 3 0.09 1.37
Bolivia 229187 1220 0.54 40454 10864 68 0.63 4.74
Bulgaria 224849 1115 0.50 12466 9420 89 0.95 4.19
Dominican Republic 224119 721 0.32 29153 2843 12 0.42 1.27
Tunisia 217753 667 0.31 35868 7257 43 0.60 3.33
Ireland 204397 829 0.41 29554 3687 1 0.03 1.80
Denmark 202737 430 0.21 12163 2217 0 0.00 1.09
Costa Rica 197435 997 0.51 11419 2692 20 0.75 1.36
Lithuania 187039 269 0.14 16526 2955 18 0.61 1.58
Slovenia 174000 298 0.17 24576 3635 12 0.33 2.09
Kuwait 171994 996 0.58 13750 969 3 0.31 0.56
Egypt 170207 567 0.33 12932 9699 48 0.50 5.70
Armenia 168177 89 0.05 3501 3123 6 0.19 1.86
Moldova 164858 289 0.18 11746 3557 14 0.40 2.16
Greece 164575 629 0.38 15650 5997 25 0.42 3.64
Guatemala 163247 110 0.07 14101 5922 38 0.65 3.63
West Bank and Gaza 163213 612 0.38 10658 1888 7 0.37 1.16
Honduras 155735 1167 0.76 20797 3742 21 0.56 2.40
Qatar 154525 427 0.28 7021 251 1 0.40 0.16
Ethiopia 142994 656 0.46 11448 2156 8 0.37 1.51
Burma 141427 123 0.09 6632 3177 9 0.28 2.25
Nigeria 140391 643 0.46 28387 1673 6 0.36 1.19
Paraguay 138945 827 0.60 16357 2846 20 0.71 2.05
Oman 135990 316 0.23 3979 1535 1 0.07 1.13
Venezuela 130596 480 0.37 10152 1240 7 0.57 0.95
Libya 124882 856 0.69 15013 1974 21 1.08 1.58
Bosnia and Herzegovina 124101 667 0.54 6018 4813 38 0.80 3.88
Algeria 109313 225 0.21 5221 2918 4 0.14 2.67
Bahrain 108048 719 0.67 10108 383 3 0.79 0.35
Kenya 101944 125 0.12 2717 1786 7 0.39 1.75
China 100435 46 0.05 2271 4822 0 0.00 4.80

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 3432088 14106 0.41 389083 44494 339 0.77 1.30 86861.43 1126.08 1 in 12
Texas 2504578 9717 0.39 366388 39482 160 0.41 1.58 86377.03 1361.64 1 in 12
Florida 1783720 5737 0.32 204439 27815 119 0.43 1.56 83049.72 1295.06 1 in 12
New York 1489196 8972 0.61 233225 44969 130 0.29 3.02 76551.33 2311.61 1 in 13
Illinois 1148088 1742 0.15 75874 21779 41 0.19 1.90 90601.66 1718.70 1 in 11
Georgia 943695 2704 0.29 122743 15130 38 0.25 1.60 88881.74 1425.02 1 in 11
Ohio 922143 1926 0.21 91077 11695 36 0.31 1.27 78889.14 1000.50 1 in 13
Pennsylvania 876165 3019 0.35 101599 22443 27 0.12 2.56 68439.76 1753.09 1 in 15
North Carolina 799279 3084 0.39 124642 9991 8 0.08 1.25 76208.30 952.60 1 in 13
Arizona 782887 2250 0.29 103605 14055 7 0.05 1.80 102809.98 1845.73 1 in 10
Tennessee 745826 1226 0.16 58075 10566 97 0.93 1.42 109147.81 1546.28 1 in 9
New Jersey 724728 2561 0.35 93654 22011 22 0.10 3.04 81593.39 2478.11 1 in 12
Indiana 640744 1033 0.16 48035 11875 58 0.49 1.85 95175.75 1763.91 1 in 11
Michigan 622813 2128 0.34 37685 15863 9 0.06 2.55 62363.26 1588.39 1 in 16
Wisconsin 601391 609 0.10 32056 6614 1 0.02 1.10 103288.59 1135.95 1 in 10
Massachusetts 545303 1369 0.25 71862 15054 55 0.37 2.76 78466.47 2166.20 1 in 13
Virginia 530825 1700 0.32 84275 6820 42 0.62 1.28 62190.13 799.01 1 in 16
Missouri 482446 517 0.11 29743 7452 3 0.04 1.54 78607.20 1214.19 1 in 13
Alabama 473348 925 0.20 49320 8523 8 0.09 1.80 96538.88 1738.26 1 in 10
Minnesota 468682 564 0.12 21333 6370 3 0.05 1.36 83105.07 1129.51 1 in 12
South Carolina 468403 2030 0.44 76939 7690 39 0.51 1.64 90974.76 1493.58 1 in 11
Louisiana 412989 1177 0.29 43038 9142 23 0.25 2.21 88837.88 1966.53 1 in 11
Colorado 406276 946 0.23 30105 5733 2 0.03 1.41 70549.51 995.53 1 in 14
Oklahoma 404994 1040 0.26 48178 3817 4 0.10 0.94 102349.50 964.63 1 in 10
Kentucky 378793 1003 0.27 50126 4091 40 0.99 1.08 84785.30 915.69 1 in 12
Maryland 364553 903 0.25 36339 7372 23 0.31 2.02 60299.75 1219.38 1 in 17
Utah 355122 514 0.14 30203 1738 2 0.12 0.49 110769.39 542.12 1 in 9
Iowa 325219 629 0.19 19136 5110 2 0.04 1.57 103078.22 1619.62 1 in 10
Washington 323214 3068 0.96 33275 4451 2 0.04 1.38 42444.98 584.51 1 in 24
Arkansas 307373 637 0.21 35110 5106 30 0.59 1.66 101852.49 1691.95 1 in 10
Kansas 285338 1412 0.50 23513 4167 92 2.26 1.46 97942.76 1430.33 1 in 10
Nevada 284590 548 0.19 21796 4522 2 0.04 1.59 92394.67 1468.11 1 in 11
Mississippi 282313 635 0.23 28381 6270 1 0.02 2.22 94858.49 2106.75 1 in 11
Connecticut 263739 4367 1.68 33614 7282 68 0.94 2.76 73974.13 2042.47 1 in 14
Nebraska 193826 104 0.05 11650 1968 0 0.00 1.02 100199.13 1017.37 1 in 10
New Mexico 177867 311 0.18 13604 3412 13 0.38 1.92 84826.66 1627.22 1 in 12
Idaho 165658 449 0.27 10104 1776 9 0.51 1.07 92439.73 991.04 1 in 11
Oregon 147419 297 0.20 13568 2024 1 0.05 1.37 34952.16 479.88 1 in 29
West Virginia 125106 398 0.32 15297 2131 2 0.09 1.70 70003.20 1192.40 1 in 14
Rhode Island 119104 1213 1.03 14661 2236 24 1.08 1.88 112430.04 2110.71 1 in 9
South Dakota 109283 54 0.05 3624 1809 0 0.00 1.66 123531.21 2044.86 1 in 8
North Dakota 98184 29 0.03 2250 1454 1 0.07 1.48 128839.91 1907.98 1 in 8
Puerto Rico 96161 322 0.34 8222 1888 5 0.27 1.96 30109.65 591.16 1 in 33
Montana 95914 124 0.13 6338 1314 0 0.00 1.37 89741.74 1229.44 1 in 11
Delaware 80931 337 0.42 10021 1208 0 0.00 1.49 83111.51 1240.55 1 in 12
New Hampshire 68499 120 0.18 11635 1106 2 0.18 1.61 50377.62 813.41 1 in 20
Alaska 55768 509 0.92 3675 279 0 0.00 0.50 76233.18 381.38 1 in 13
Wyoming 52784 157 0.30 3076 624 0 0.00 1.18 91202.04 1078.17 1 in 11
Maine 41419 200 0.49 7543 636 1 0.16 1.54 30812.85 473.14 1 in 32
District of Columbia 38136 101 0.27 4103 956 4 0.42 2.51 54036.21 1354.59 1 in 19
Hawaii 26714 30 0.11 2004 417 0 0.00 1.56 18867.52 294.52 1 in 53
Vermont 13046 146 1.13 2826 183 0 0.00 1.40 20907.42 293.27 1 in 48

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 44323550 3432088 7.74 5667794 389083 6.86 1121768.1
2 Texas 18220770 2504578 13.75 2343091 366388 15.64 628391.7
3 Florida 19918981 1783720 8.95 2189985 204439 9.34 927424.6
4 New York 33695650 1489196 4.42 4529947 233225 5.15 1732107.0
5 Illinois 16683795 1148088 6.88 1856800 75874 4.09 1316606.0
6 Georgia 6687452 943695 14.11 730146 122743 16.81 629856.4
7 Ohio 9374405 922143 9.84 858760 91077 10.61 801978.3
8 Pennsylvania 9459462 876165 9.26 5205901 101599 1.95 738905.7
9 North Carolina 9404509 799279 8.50 1317080 124642 9.46 896685.1
10 Arizona 3552101 782887 22.04 326696 103605 31.71 466467.6
11 Tennessee 6602798 745826 11.30 460050 58075 12.62 966285.7
12 New Jersey 9723639 724728 7.45 1031853 93654 9.08 1094734.4
13 Indiana 7303220 640744 8.77 840434 48035 5.72 1084816.2
14 Michigan 9662269 622813 6.45 789501 37685 4.77 967498.5
15 Wisconsin 6335252 601391 9.49 521845 32056 6.14 1088076.2
16 Massachusetts 14368462 545303 3.80 1969882 71862 3.65 2067552.5
17 Virginia 5449974 530825 9.74 597245 84275 14.11 638505.3
18 Missouri 4256838 482446 11.33 309641 29743 9.61 693586.6
19 Alabama 2191851 473348 21.60 157656 49320 31.28 447026.0
20 Minnesota 6433140 468682 7.29 549923 21333 3.88 1140702.1
21 South Carolina 4494804 468403 10.42 749339 76939 10.27 872995.5
22 Louisiana 5196757 412989 7.95 548260 43038 7.85 1117872.1
23 Colorado 5672214 406276 7.16 640173 30105 4.70 984975.5
24 Oklahoma 3294529 404994 12.29 336713 48178 14.31 832588.6
25 Kentucky 3694175 378793 10.25 258665 50126 19.38 826867.8
26 Maryland 7260091 364553 5.02 779305 36339 4.66 1200872.5
27 Utah 2683416 355122 13.23 217743 30203 13.87 837009.1
28 Iowa 1269419 325219 25.62 50994 19136 37.53 402342.6
29 Washington 4716859 323214 6.85 483101 33275 6.89 619425.5
30 Arkansas 2535155 307373 12.12 252944 35110 13.88 840060.3
31 Kansas 1203759 285338 23.70 89993 23513 26.13 413192.3
32 Nevada 2557768 284590 11.13 218496 21796 9.98 830402.1
33 Mississippi 1609943 282313 17.54 99896 28381 28.41 540948.4
34 Connecticut 6081886 263739 4.34 776558 33614 4.33 1705861.6
35 Nebraska 2183665 193826 8.88 241921 11650 4.82 1128854.4
36 New Mexico 2439850 177867 7.29 275886 13604 4.93 1163590.4
37 Idaho 613210 165658 27.01 35272 10104 28.65 342180.7
38 Oregon 3271481 147419 4.51 351915 13568 3.86 775648.4
39 West Virginia 2024166 125106 6.18 240886 15297 6.35 1132624.2
40 Rhode Island 2667850 119104 4.46 425555 14661 3.45 2518357.8
41 South Dakota 407796 109283 26.80 15932 3624 22.75 460964.1
42 North Dakota 1364158 98184 7.20 57438 2250 3.92 1790087.9
44 Montana 995500 95914 9.63 114088 6338 5.56 931437.6
45 Delaware 1278028 80931 6.33 151398 10021 6.62 1312461.8
46 New Hampshire 1314658 68499 5.21 162262 11635 7.17 966865.8
47 Alaska 1555532 55768 3.59 144772 3675 2.54 2126365.4
48 Wyoming 704836 52784 7.49 155031 3076 1.98 1217840.2
49 Maine 1463531 41419 2.83 223889 7543 3.37 1088765.0
50 District of Columbia 1138525 38136 3.35 124573 4103 3.29 1613215.2
51 Hawaii 1005681 26714 2.66 90595 2004 2.21 710290.9
52 Vermont 934293 13046 1.40 125135 2826 2.26 1497290.8

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 5893600 550380 895 0.16 9.34 3491 362 46374 27504 5.00
Veneto 4380776 317278 442 0.14 7.24 1110 153 26930 9299 2.93
Campania 2555030 233322 1189 0.51 9.13 1542 110 65708 3904 1.67
Piemonte 2196114 228762 483 0.21 10.42 2036 148 12291 9014 3.94
Emilia-Romagna 3275041 228198 1273 0.56 6.97 2002 183 42773 9869 4.32
Lazio 3534649 213202 782 0.37 6.03 2248 272 49550 5291 2.48
Sicilia 1983965 142032 478 0.34 7.16 1192 181 38932 3704 2.61
Toscana 2347868 139141 523 0.38 5.93 691 112 10719 4333 3.11
Puglia 1378491 129467 377 0.29 9.39 1450 164 50285 3422 2.64
Liguria 906468 71969 220 0.31 7.94 609 63 4794 3466 4.82
Friuli Venezia Giulia 1198414 70244 132 0.19 5.86 527 63 10742 2595 3.69
Marche 724002 58312 171 0.29 8.05 536 73 7669 2050 3.52
Abruzzo 770149 45592 184 0.41 5.92 487 49 10954 1518 3.33
P.A. Bolzano 551854 44736 255 0.57 8.11 250 30 5456 907 2.03
Sardegna 602824 39583 56 0.14 6.57 380 35 14527 1023 2.58
Umbria 681597 38674 190 0.49 5.67 423 77 6902 840 2.17
Calabria 538810 34333 142 0.42 6.37 234 25 7564 625 1.82
P.A. Trento 549351 28974 66 0.23 5.27 141 28 2597 1170 4.04
Basilicata 221863 13701 15 0.11 6.18 82 1 3268 343 2.50
Molise 144168 8951 84 0.95 6.21 71 11 1404 293 3.27
Valle d’Aosta 71962 7856 13 0.17 10.92 25 3 165 410 5.22

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Ontario 284138 1206 0.43 6532 35 0.54 2.30 19313.58 444.00 1 in 52
Quebec 270911 853 0.32 10046 15 0.15 3.71 31731.24 1176.67 1 in 32
Alberta 127036 269 0.21 1710 1 0.06 1.35 28785.81 387.48 1 in 35
British Columbia 70952 1236 1.77 1259 13 1.04 1.77 13882.44 246.34 1 in 72
Manitoba 30289 52 0.17 850 4 0.47 2.81 21988.11 617.05 1 in 45
Saskatchewan 25574 171 0.67 341 2 0.59 1.33 21642.33 288.58 1 in 46
Nova Scotia 1586 1 0.06 65 0 0.00 4.10 1622.58 66.50 1 in 616
New Brunswick 1346 2 0.15 20 0 0.00 1.49 1725.66 25.64 1 in 579
Newfoundland and Labrador 427 11 2.64 4 0 0.00 0.94 819.00 7.67 1 in 1221
Nunavut 299 0 0.00 1 0 0.00 0.33 NA NA 1 in NA
Prince Edward Island 112 0 0.00 0 0 NaN 0.00 708.15 0.00 1 in 1412
Yukon 70 0 0.00 1 0 0.00 1.43 1704.08 24.34 1 in 587
Northwest Territories 38 2 5.56 0 0 NaN 0.00 846.25 0.00 1 in 1182
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 82815.08 1421.37 1 in 12
India 8101.05 115.88 1 in 123
Brazil 45507.12 1106.23 1 in 22
United Kingdom 59772.95 1700.99 1 in 17
Russia 27260.64 524.76 1 in 37
France 50758.68 1187.80 1 in 20
Spain 64060.97 1335.08 1 in 16
Italy 43728.62 1514.22 1 in 23
Turkey 31426.30 332.88 1 in 32
Germany 27736.72 751.19 1 in 36
Colombia 44048.54 1147.14 1 in 23
Argentina 44849.81 1115.83 1 in 22
Mexico 14984.62 1290.49 1 in 67
Poland 40881.67 1030.33 1 in 24
South Africa 26049.21 819.34 1 in 38
Iran 18158.65 721.24 1 in 55
Ukraine NA NA 1 in NA
Peru 36888.34 1315.14 1 in 27
Indonesia 4416.97 120.31 1 in 226
Czechia 97408.92 1627.51 1 in 10

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 1149346 18146 1.58
Maricopa Arizona 488687 7979 1.63
Cook Illinois 461118 9024 1.96
Miami-Dade Florida 384971 5039 1.31
Harris Texas 329167 4520 1.37
Riverside California 282736 3377 1.19
San Bernardino California 278802 2141 0.77
Dallas Texas 268262 3019 1.13
Orange California 253289 3383 1.34
San Diego California 247462 2821 1.14
Tarrant Texas 230088 2473 1.07
Clark Nevada 219183 3474 1.58
Queens New York 187669 8327 4.44
Kings New York 185303 8593 4.64
Bexar Texas 183436 2534 1.38
Broward Florida 179745 2185 1.22
Suffolk New York 149714 2885 1.93
Nassau New York 134891 2757 2.04
Salt Lake Utah 133103 707 0.53
Bronx New York 126679 5537 4.37
El Paso Texas 117039 2182 1.86
Philadelphia Pennsylvania 112652 2962 2.63
Palm Beach Florida 111437 2269 2.04
Franklin Ohio 107282 713 0.66
Orange Florida 106868 1002 0.94
Middlesex Massachusetts 105526 3228 3.06
Santa Clara California 105386 1546 1.47
Pima Arizona 104921 1904 1.81
Milwaukee Wisconsin 104793 1215 1.16
Hillsborough Florida 103835 1358 1.31
Wayne Michigan 98524 4045 4.11
Westchester New York 98445 1976 2.01
Kern California 97522 659 0.68
Hennepin Minnesota 97297 1550 1.59
Cuyahoga Ohio 91318 1226 1.34
Fresno California 91184 1254 1.38
New York New York 90774 3672 4.05
Mecklenburg North Carolina 90473 794 0.88
Sacramento California 88919 1318 1.48
Marion Indiana 88194 1576 1.79
Gwinnett Georgia 86590 823 0.95
Utah Utah 86355 297 0.34
St. Louis Missouri 85265 1773 2.08
Duval Florida 84441 992 1.17
Shelby Tennessee 82975 1365 1.65
King Washington 80415 1276 1.59
Fulton Georgia 80151 1005 1.25
Essex Massachusetts 79678 2033 2.55
Oklahoma Oklahoma 77482 620 0.80
Collin Texas 77073 629 0.82
Providence Rhode Island 76727 1632 2.13
Alameda California 76648 1041 1.36
Davidson Tennessee 76578 798 1.04
Fairfield Connecticut 75471 1965 2.60
Suffolk Massachusetts 73952 1603 2.17
DuPage Illinois 73832 1135 1.54
Ventura California 73759 678 0.92
Travis Texas 72279 772 1.07
Oakland Michigan 72077 1926 2.67
Allegheny Pennsylvania 71533 1591 2.22
Bergen New Jersey 70209 2510 3.58
Prince George’s Maryland 69779 1262 1.81
Hamilton Ohio 69562 485 0.70
Wake North Carolina 69211 495 0.72
Jefferson Kentucky 68743 734 1.07
Hidalgo Texas 68586 2501 3.65
Jefferson Alabama 68577 1236 1.80
Essex New Jersey 67620 2574 3.81
Tulsa Oklahoma 67251 625 0.93
Middlesex New Jersey 66773 1985 2.97
New Haven Connecticut 66619 1835 2.75
Hartford Connecticut 66561 2199 3.30
Cobb Georgia 65173 786 1.21
San Joaquin California 64138 923 1.44
Hudson New Jersey 63457 1897 2.99
Will Illinois 62566 860 1.37
Douglas Nebraska 62072 591 0.95
Fairfax Virginia 61743 807 1.31
Pinellas Florida 61730 1345 2.18
Worcester Massachusetts 61654 1900 3.08
Montgomery Maryland 60633 1347 2.22
Erie New York 59867 1506 2.52
Contra Costa California 59313 560 0.94
Greenville South Carolina 58977 766 1.30
Denton Texas 57239 555 0.97
Lake Illinois 57226 892 1.56
Macomb Michigan 56893 1903 3.34
Denver Colorado 56844 742 1.31
Lee Florida 54373 829 1.52
Fort Bend Texas 53153 507 0.95
DeKalb Georgia 53140 706 1.33
Stanislaus California 52996 867 1.64
Passaic New Jersey 52987 1620 3.06
Ocean New Jersey 52781 1719 3.26
Union New Jersey 52736 1699 3.22
Polk Florida 52731 1008 1.91
Bristol Massachusetts 52679 1387 2.63
Sedgwick Kansas 51836 597 1.15
Richmond New York 51774 1490 2.88
Monmouth New Jersey 51350 1309 2.55

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc